MUNIT: Multimodal UNsupervised Image-to-image Translation

License

Copyright (C) 2018 NVIDIA Corporation. All rights reserved. Licensed under the CC BY-NC-SA 4.0 license (https://creativecommons.org/licenses/by-nc-sa/4.0/legalcode).

Code usage

Please check out the user manual page.

Paper

Xun Huang, Ming-Yu Liu, Serge Belongie, Jan Kautz, "Multimodal Unsupervised Image-to-Image Translation" arXiv preprint arXiv:1804.04732

Results Video

Edges to Shoes/handbags Translation

Animal Image Translation

Street Scene Translation

Yosemite Summer to Winter Translation (HD)

Example-guided Image Translation

Other Implementations

MUNIT-Tensorflow by Junho Kim

MUNIT-keras by shaoanlu

Citation

If you find this code useful for your research, please cite our paper:

@article{huang2018munit,
  title={Multimodal Unsupervised Image-to-image Translation},
  author={Huang, Xun and Liu, Ming-Yu and Belongie, Serge and Kautz, Jan},
  journal={arXiv preprint arXiv:1804.04732},
  year={2018}
}